It is so named because it is the distance a car would drive in a city laid out in square blocks, like Manhattan (neglecting that in Manhattan there are one-way streets and some oblique streets).
L2-distance is called Euclidean distance.
wikipedia.org dumped 2003-03-17 with terodump